图像编辑论文趋势 2023–2026

指令编辑

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 692 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

图像编辑论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20232515864112
202433241390160
202545291197182
2026524033113238

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部图像编辑论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 97 篇，第 1 / 2 页

  1. CVPR 2025Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation
  2. CVPR 2025ACE: Anti-Editing Concept Erasure in Text-to-Image Models
  3. CVPR 2025Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training
  4. CVPR 2025Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing
  5. CVPR 2025Any-Resolution AI-Generated Image Detection by Spectral Learning
  6. CVPR 2025AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
  7. CVPR 2025Arbitrary-steps Image Super-resolution via Diffusion Inversion
  8. CVPR 2025Arc2Avatar: Generating Expressive 3D Avatars from a Single Image via ID Guidance
  9. CVPR 2025Augmenting Perceptual Super-Resolution via Image Quality Predictors
  10. CVPR 2025Community Forensics: Using Thousands of Generators to Train Fake Image Detectors
  11. CVPR 2025Concept Lancet: Image Editing with Compositional Representation Transplant
  12. CVPR 2025CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion
  13. CVPR 2025DarkIR: Robust Low-Light Image Restoration
  14. CVPR 2025Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators
  15. CVPR 2025DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models
  16. CVPR 2025Dragin3D: Image Editing by Dragging in 3D Space
  17. CVPR 2025DreamOmni: Unified Image Generation and Editing
  18. CVPR 2025Dual Prompting Image Restoration with Diffusion Transformers
  19. CVPR 2025Dynamic Motion Blending for Versatile Motion Editing
  20. CVPR 2025Easy-editable Image Vectorization with Multi-layer Multi-scale Distributed Visual Feature Embedding
  21. CVPR 2025Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation
  22. CVPR 2025EmoEdit: Evoking Emotions through Image Manipulation
  23. CVPR 2025FADE: Frequency-Aware Diffusion Model Factorization for Video Editing
  24. CVPR 2025FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing
  25. CVPR 2025FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation
  26. CVPR 2025FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields
  27. CVPR 2025FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity
  28. CVPR 2025FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model
  29. CVPR 2025Fitted Neural Lossless Image Compression
  30. CVPR 2025FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training
  31. CVPR 2025Floating No More: Object-Ground Reconstruction from a Single Image
  32. CVPR 2025FluxSpace: Disentangled Semantic Editing in Rectified Flow Models
  33. CVPR 2025From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective
  34. CVPR 2025Generative Image Layer Decomposition with Visual Effects
  35. CVPR 2025GenVDM: Generating Vector Displacement Maps From a Single Image
  36. CVPR 2025GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing
  37. CVPR 2025Gyro-based Neural Single Image Deblurring
  38. CVPR 2025h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-Transform
  39. CVPR 2025HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
  40. CVPR 2025Hiding Images in Diffusion Models by Editing Learned Score Functions
  41. CVPR 2025HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
  42. CVPR 2025IDOL: Instant Photorealistic 3D Human Creation from a Single Image
  43. CVPR 2025Image Reconstruction from Readout-Multiplexed Single-Photon Detector Arrays
  44. CVPR 2025Improving Editability in Image Generation with Layer-wise Memory
  45. CVPR 2025InsightEdit: Towards Better Instruction Following for Image Editing
  46. CVPR 2025Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects
  47. CVPR 2025Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning
  48. CVPR 2025Instruction-based Image Manipulation by Watching How Things Move
  49. CVPR 2025Interpretable Image Classification via Non-parametric Part Prototype Learning
  50. CVPR 2025JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查图像编辑在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "image-editing"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇图像编辑论文？
共 692 篇，按年份分别是 2023 年 112 篇、2024 年 160 篇、2025 年 182 篇、2026 年 238 篇。
NeurIPS 2026 有多少篇图像编辑论文？
NeurIPS 2026 有 52 篇图像编辑论文，上一届是 45 篇。
ICLR 2026 有多少篇图像编辑论文？
ICLR 2026 有 40 篇图像编辑论文，上一届是 29 篇。
ICML 2026 有多少篇图像编辑论文？
ICML 2026 有 33 篇图像编辑论文，上一届是 11 篇。
CVPR 2026 有多少篇图像编辑论文？
CVPR 2026 有 113 篇图像编辑论文，上一届是 97 篇。
哪个会议的图像编辑论文最多？
CVPR，2023–2026 年共 364 篇。

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